ssMRCD: Spatially Smoothed MRCD Estimator

Estimation of the Spatially Smoothed Minimum Regularized Determinant (ssMRCD) estimator and its usage in an ssMRCD-based outlier detection method as described in Puchhammer and Filzmoser (2023) <doi:10.48550/arXiv.2305.05371>. Included are also complementary visualization and parameter tuning tools.

Version: 0.1.0
Depends: R (≥ 4.0.0)
Imports: stats, grDevices, graphics, robustbase, scales, car, dbscan, plot3D, dplyr, ggplot2
Suggests: knitr, rmarkdown, testthat (≥ 3.0.0)
Published: 2023-05-15
DOI: 10.32614/CRAN.package.ssMRCD
Author: Patricia Puchhammer [aut, cre, cph], Peter Filzmoser [aut]
Maintainer: Patricia Puchhammer <patricia.puchhammer at>
License: GPL-3
NeedsCompilation: no
CRAN checks: ssMRCD results


Reference manual: ssMRCD.pdf
Vignettes: Introduction to ssMRCD and local outlier detection


Package source: ssMRCD_0.1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): ssMRCD_0.1.0.tgz, r-oldrel (arm64): ssMRCD_0.1.0.tgz, r-release (x86_64): ssMRCD_0.1.0.tgz, r-oldrel (x86_64): ssMRCD_0.1.0.tgz


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